Operational Excellence
Modular beats moonshots
🤖 Measure what matters: energy, touch, and time-to-deploy
ABB Robotics is pushing for a standardized method to measure robot energy consumption.
Deployability beats dazzle: energy metrics, tactile perception, and modular platforms are rewriting automation ROI.
Why this matters: without a common yardstick, buyers can’t compare kWh per cycle across vendors, cells, or sites. A shared method enables benchmarks like kWh per 1,000 picks or kWh per shipped unit, which tie directly to OpEx and Scope 2 goals.
Start logging these now, even if your definitions are imperfect, to accelerate learning curves and vendor accountability.
At the edge, touch is becoming a first-class signal. Robotiq released tactile fingertips for its 2F lineup, adding high-frequency contact data for grasp detection and slip risk.
For operations, that means fewer drops on deformable SKUs and faster cycle tuning, especially in pick-to-tote, decanting, and small-part tending. Treat tactile as telemetry: pipe it to your MES and correlate with reject rates and recovery cycles.
Capital is rewarding platforms that compress time from PO to first stabilized shift. Vention raised $110M to scale configurable workcells, and RobCo closed $100M to expand modular “physical-AI” cells. The shared pattern: pre-engineered hardware + cloud software + services that scale across sites. In RFPs, force clarity on (1) deployment lead time, (2) commissioning hours per cell, and (3) energy/throughput under load.
Temper expectations on general-purpose robots: Gartner projects fewer than 20 companies will reach production-scale humanoid deployments by 2028 in supply chain and manufacturing. For 2026, keep humanoids in controlled pilots—line-side kitting, supervised inspection, and harden wheeled or gantry solutions for high-throughput zones.
A cautionary tale: Sobeys will close its Ocado-powered Calgary CFC after demand fell short, while Toronto and Montreal remain live. For greenfield fulfillment, tie capacity to verified demand and keep exit ramps, micro-fulfillment, in-store picking, or 3PL nodes, before committing to another cube.
🧠 Supporting Insights
💸 Autonomy funding: trucking leads
Waabi raised $1B and expanded its work with Uber, signaling investor conviction in AV stacks that monetize trucking first, then adjacent services. Expect more paid pilots on middle-mile corridors where safety cases and economics are clearest.
🗽 Regional ecosystems: New York’s robotics moment
New York Robotics launched with 160+ startups mapped across the Tri-State. If you operate in the corridor, proximity is a deployment advantage, faster service, cheaper pilots, and easier multi-site rollouts.
🚛 Dedicated fleets get denser
Werner Enterprises will acquire FirstFleet, expanding dedicated capacity in grocery and consumer goods. Expect tighter routing-guide compliance and more contract stability; review surge playbooks and service-level assumptions.
⚓ Ports + curb capacity
CMA CGM raised $2.4B for a terminals JV with Stonepeak, while Realterm bought 22 logistics properties for $111M. Plan for denser urban nodes, faster curb-to-dock moves, and longer average lease terms.
🏢 Leasing power shift to 3PLs
CBRE data shows 3PLs captured the largest share of 2025’s top-100 industrial leases, with longer average terms. Inventory strategies are sticking closer to customers, and outsourced fulfillment continues to gain share.
⚡️ Snippets
- OnRobot — Dallas roadmap session for SMB manufacturers; send controls + maintenance leads together.
- AAA20 Group — IP69K cobot palletizer aimed at food and protein plants; RaaS-friendly footprint.
- The Robot Report — State of Robotics 2026 is a concise reality check for roadmaps and budgets.
- Hadrian — Fresh funding lifts valuation to $1.6B; scaling automated machining for defense/aero.
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